Search for tag: "neuromorphic computing"
In Search of Invariance in Brains and MachinesAbstract: Despite their seemingly impressive performance at image recognition and other perceptual tasks, deep convolutional neural networks are prone to be easily fooled, sensitive to adversarial…
From Luis El Srouji
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Functional self-reconfiguration processes in neuronal networksAbstract: Flexible function is essential for the brain to cope with varying environments, changing quality of sensory information as well as context dependency. This requires organized communication…
From Luis El Srouji
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Dr. Aimone: A Probabilistic Future for Neuromorphic ComputingAbstract: As Moore’s Law comes to a close, new innovative approaches to microelectronics research are important to achieve much needed capabilities improvements in computing for both…
From Luis El Srouji
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Prof. Cauwenberghs: Reverse Engineering the Cognitive Brain in Silicon and Memristive Neuromorphic SystemProf. Cawenberghs presents neuromorphic cognitive computing systems-on-chip implemented in custom silicon compute-in-memory neural and memristive synaptic crossbar array architectures that combine…
From Luis El Srouji
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Prof. Hasler: Physical Neuromorphic ComputingDiscussion of analog CMOS computation and parallels to biological neurons. Prof. Hasler points out that the exponential voltage controls found in MOS devices can be used to more accurately model…
From Luis El Srouji
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